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Researchers are often interested in estimating the causal effect of some treatment on individual criminality. For example, two recent relatively prominent papers have attempted to estimate the respective direct effects of marriage and gang participation on individual criminal activity. One...
Persistent link: https://www.econbiz.de/10010271337
causality in dynamic panel data models incorporating unobserved heterogeneity. While Adams et al. tests reject the hypothesis of … no causality from wealth to husband's or wife's health, the tests in the dynamic panel data model do not provide evidence …
Persistent link: https://www.econbiz.de/10010262057
differences. Arguably, this shortcoming is rooted in the lack of an appropriate MIMIC model which considers cointegration among … variables. This paper develops a MIMIC model which estimates the cointegration equilibrium relationship and the error correction …
Persistent link: https://www.econbiz.de/10010276685
variable (IV) estimation. We show that tests for treatment effects, selection bias, and treatment effect heterogeneity are …
Persistent link: https://www.econbiz.de/10010269608
This paper introduces bias-corrected estimators for nonlinear panel data models with both time invariant and time …
Persistent link: https://www.econbiz.de/10010268162
This paper develops a simulation estimation algorithm that is particularly useful for estimating dynamic panel data …
Persistent link: https://www.econbiz.de/10010271244
estimation efficiency while properly tackling the potential bias due to unobserved individual characteristics. We propose an … clean the bias in the unpaired sample. In a second step, corrected unpaired observations are used jointly with panel data …. This reduces the standard errors of the estimation coefficients and might increase their significance as well, otherwise …
Persistent link: https://www.econbiz.de/10010271885
The paper re-examines existing estimators for the panel data fixed effects ordered logit model, proposes a new one, and …
Persistent link: https://www.econbiz.de/10010276790
applying panel data, a new and more accurate fatality risk measure, and systematic selection of panel estimator in our research …
Persistent link: https://www.econbiz.de/10010277313
This paper proposes a parametric approach to estimating a dynamic binary response panel data model that allows for …
Persistent link: https://www.econbiz.de/10010289957